Data-Driven Thinking” is written by members of the media community and contains fresh ideas on the digital revolution in media. Today’s column is written by AJ Brown, CEO and co-founder of LeadsRx.

Estimates of probability of default (PD), loss given default and exposure at default for portfolio segments containing reasonably homogeneous assets are essential for prudent risk management as well ...

“A better model for determining essentiality, in the author’s opinion, is a probabilistic model that tries to estimate the likelihood of a portfolio to be infringed, valid and/or essential.” In recent ...

The key idea behind the probabilistic framework to machine learning is that learning can be thought of as inferring plausible models to explain observed data. A machine can use such models to make ...

The design and construction of capital projects can be extremely complex. Uncertainty and risk add to this complexity and, as a result, many projects experience significant cost overruns and schedule ...

Estimation of probability of default (PD), loss given default and exposure at default for portfolio segments containing reasonably homogeneous assets is essential for prudent risk management as well ...